diff --git a/rust/src/embeddings/local/bert.rs b/rust/src/embeddings/local/bert.rs
index cf8d29c6..22fcf80d 100644
--- a/rust/src/embeddings/local/bert.rs
+++ b/rust/src/embeddings/local/bert.rs
@@ -77,7 +77,7 @@ impl BertEmbedder {
         };
 
         let (config_filename, tokenizer_filename, weights_filename) = {
-            let api = ApiBuilder::new()
+            let api = ApiBuilder::from_env()
                 .with_token(token.map(|s| s.to_string()))
                 .build()
                 .unwrap();
@@ -299,7 +299,7 @@ pub struct SparseBertEmbedder {
 impl SparseBertEmbedder {
     pub fn new(model_id: String, revision: Option<String>, token: Option<&str>) -> Result<Self, E> {
         let (config_filename, tokenizer_filename, weights_filename) = {
-            let api = ApiBuilder::new()
+            let api = ApiBuilder::from_env()
                 .with_token(token.map(|s| s.to_string()))
                 .build()
                 .unwrap();
diff --git a/rust/src/embeddings/local/clip.rs b/rust/src/embeddings/local/clip.rs
index 84775731..fa56e900 100644
--- a/rust/src/embeddings/local/clip.rs
+++ b/rust/src/embeddings/local/clip.rs
@@ -64,7 +64,7 @@ impl Default for ClipEmbedder {
 
 impl ClipEmbedder {
     pub fn new(model_id: String, revision: Option<&str>, token: Option<&str>) -> Result<Self, E> {
-        let api = hf_hub::api::sync::ApiBuilder::new()
+        let api = hf_hub::api::sync::ApiBuilder::from_env()
             .with_token(token.map(|s| s.to_string()))
             .build()?;
 
@@ -372,7 +372,7 @@ mod tests {
                 "EmbedAnything is the best!".to_string(),
             ]
         );
-        assert_eq!(input_ids.shape().clone().into_dims(), &[2, 8]);
+        assert_eq!(input_ids.shape().clone().into_dims(), &[2, 77]);
     }
 
     // Tests the load_image method.
diff --git a/rust/src/embeddings/local/jina.rs b/rust/src/embeddings/local/jina.rs
index 9d47e512..b8c7d3c4 100644
--- a/rust/src/embeddings/local/jina.rs
+++ b/rust/src/embeddings/local/jina.rs
@@ -50,7 +50,7 @@ impl Default for JinaEmbedder {
 
 impl JinaEmbedder {
     pub fn new(model_id: &str, revision: Option<&str>, token: Option<&str>) -> Result<Self, E> {
-        let api = hf_hub::api::sync::ApiBuilder::new()
+        let api = hf_hub::api::sync::ApiBuilder::from_env()
             .with_token(token.map(|s| s.to_string()))
             .build()?;
         let api = match revision {
diff --git a/rust/src/embeddings/local/modernbert.rs b/rust/src/embeddings/local/modernbert.rs
index 2814094a..ae6d2801 100644
--- a/rust/src/embeddings/local/modernbert.rs
+++ b/rust/src/embeddings/local/modernbert.rs
@@ -41,7 +41,7 @@ impl ModernBertEmbedder {
         dtype: Option<Dtype>,
     ) -> Result<Self, E> {
         let (config_filename, tokenizer_filename, weights_filename) = {
-            let api = ApiBuilder::new()
+            let api = ApiBuilder::from_env()
                 .with_token(token.map(|s| s.to_string()))
                 .build()
                 .unwrap();
diff --git a/rust/src/embeddings/local/qwen3.rs b/rust/src/embeddings/local/qwen3.rs
index bbce4480..668d14d8 100644
--- a/rust/src/embeddings/local/qwen3.rs
+++ b/rust/src/embeddings/local/qwen3.rs
@@ -35,7 +35,7 @@ impl Qwen3Embedder {
         token: Option<&str>,
         dtype: Option<crate::Dtype>,
     ) -> Result<Self, anyhow::Error> {
-        let api = ApiBuilder::new()
+        let api = ApiBuilder::from_env()
             .with_token(token.map(|s| s.to_string()))
             .build()
             .unwrap();